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Re:AI is dramatically accelerating AI research by nsilvestri on Friday November 06, 2026 @05:17PM (#50399237)
AI is accelerating my work...work which only exists because of AI.

If I had to do my individual tasks without AI, I would be slower. But if I take a step back, I'm really not changing the world any faster than I was before.

Re:AI is dramatically accelerating AI research by sejje on Friday November 06, 2026 @05:39PM (#50399453)
> AI is accelerating my work...I'm really not changing the world any faster than I was before.

Do more important work.

Re:AI is dramatically accelerating AI research by unrented7977 on Friday November 06, 2026 @05:41PM (#50399473)
Make better comments
Re:AI is dramatically accelerating AI research by sejje on Saturday November 07, 2026 @02:15PM (#50407158)
Was yours better because it used my phrasing against me?

Anyway, I'm surprised to see it flagged. I think it's the logical conclusion, that if you are having your work accelerated, and you also aren't changing the world any faster, then your work is not focused on changing the world--it needs to be more "important."

If it was world-changing already, then doing more of it would, in fact, accelerate changing the world.

But they're here saying something different, blaming the AI instead of their own focus.

Re:AI is dramatically accelerating AI research by N7lo4nl34akaoSN on Friday November 06, 2026 @05:42PM (#50399481)
The bureaucracy is expanding to meet the needs of the expanding bureaucracy. -Oscar Wilde
Re:AI is dramatically accelerating AI research by bhelkey on Friday November 06, 2026 @06:08PM (#50399747)
> work which only exists because of AI

Could you elaborate? What work are you doing which only exists because of AI?

Re:AI is dramatically accelerating AI research by soared on Friday November 06, 2026 @06:18PM (#50399842)
For all my user facing work I’m now required to do an AI summary of what I did and the impact. That summary is then graded by AI, against an AI generated rubric. For my yearly review, I use AI to summarize my summaries, and my managers AI summarizes the AI generated grades.

I’m also required to explain how I use AI in my work.

Re:AI is dramatically accelerating AI research by LeFantome on Friday November 06, 2026 @06:25PM (#50399894)
So….you have outsourced multiple layers of middle-management to AI? I am not sure getting AI to write and review your TPS reports is going to move the needle.
Re:AI is dramatically accelerating AI research by dwattttt on Friday November 06, 2026 @07:51PM (#50400533)
The TPS production/consumption stats disagree, they're up 300% just this quarter. Can't argue with results
Re:AI is dramatically accelerating AI research by switchbak on Friday November 06, 2026 @06:28PM (#50399919)
Does any of this get read? I mean by an actual human?

This sounds truly Kafkaesque. And thank you for finally allowing me to use that word in earnest.

Re:AI is dramatically accelerating AI research by andsoitis on Friday November 06, 2026 @06:39PM (#50400011)
> This sounds truly Kafkaesque. And thank you for finally allowing me to use that word in earnest.

Kafka and Byzantium had a baby.

Re:AI is dramatically accelerating AI research by BeetleB on Friday November 06, 2026 @06:53PM (#50400138)
I honestly got turned off a few sentences in. Sounds like a nightmare.
Re:AI is dramatically accelerating AI research by soared on Saturday November 07, 2026 @05:04AM (#50403168)
The folks who in theory read this are managers 3+ levels above me, so I honestly have no idea. I know my manager reads mine, but I haven’t seen any outcome from that.
Re:AI is dramatically accelerating AI research by ctkhn on Friday November 06, 2026 @06:45PM (#50400064)
Even before my last job had internally approved AI, my manager told me how he was using chatgpt on his personal computer to prepare our yearly reviews. Then when they released AI internally a few weeks later, it was still review time, and their first advertised use case was for doing your own self eval and the evals for your reports. I am willing to deal with vibed code but turning over employee evals to AI too is a sign of truly terrible management
Re:AI is dramatically accelerating AI research by gerardvschie on Friday November 06, 2026 @07:08PM (#50400260)
Its true, a part of me died when an "AI first" company after adoption of AI introduced a mandatory design report (waterfall all over again) for EACH jira ticket before starting to code

Imagine developers move faster because of AI programming! No lets create more slop for other slopmachines

Re:AI is dramatically accelerating AI research by brabel on Saturday November 07, 2026 @04:56AM (#50403130)
It’s true, design has made a big comeback. Now we actually have time to design things carefully and try the design easily with LLM. This was just too expensive before but now the calculation changed completely. I am now using spec graphs to design systems and I have been able to create things much more advanced than I was able to before by myself. This is huge! People are still figuring this out for themselves. But now we can design things, have multiple rounds of adjustments in an afternoon, have things implemented differently and actually measure the trade offs. The final product is so much better it’s crazy. If you had an eye for design before, now this is your world. If you didn’t, yeah your will probably just bias the LLM into producing shit solutions, even if it tries to warn you about it, it still follows orders in the end.
Re:AI is dramatically accelerating AI research by jack_pp on Friday November 06, 2026 @06:09PM (#50399767)
I think where LLMs truly shine is personal greenfield projects, maybe start a side project
Re:AI is dramatically accelerating AI research by jopsen on Friday November 06, 2026 @06:18PM (#50399843)
Yeah, when there is no code review requirements and no pesky production database you can't just yolo :)

At work, they mostly let me increase quality, because it's easy to say find all parsers in my code base and fuzz them.

Re:AI is dramatically accelerating AI research by rajay99 on Friday November 06, 2026 @06:21PM (#50399864)
It is great. I just had claude yolo a human in the loop image segmentation pipeline last night. It cut weeks of work down to an evening like 4h. Segment Anything 3.1 + Napari final touch.
Re:AI is dramatically accelerating AI research by switchbak on Friday November 06, 2026 @06:26PM (#50399906)
I'd also say: when you really understand a domain well and you're a one-(wo)man show, you can just fly!

Of course, you can make a giant pile of doggy-doo-doo, but that was always true, just you can now make an epic Giza-sized pile.

Re:AI is dramatically accelerating AI research by Seattle3503 on Saturday November 07, 2026 @01:27AM (#50402160)
> but that was always true

Yeah but were more likely to learn how bad your code was in the process. I see people oblivious to their slop putting pressure on others to merge it.

Re:AI is dramatically accelerating AI research by LeFantome on Friday November 06, 2026 @06:23PM (#50399884)
Completely agree. LLMs are amazing for side projects.

The other place they are amazing is in working with legacy code bases. I mean, the kind the dev team always wants to throw away. First, even if you do want to throw it away, you can first find out what it does and realize it does more than you think it does. You can also create integrations to more modern components which can be used to extend it. You can also create a pretty decent test suite if you do not have one. And, once the behaviour has good test coverage, you can re-write it into something more modern. You can even completely change the architecture while ensuring compatible external behaviour. Remember, this is all in place of “throw it away and start over from scratch, only to discover that the scope is much larger than expected”.

Re:AI is dramatically accelerating AI research by simonask on Friday November 06, 2026 @07:26PM (#50400373)
You could already do all of that. Like, none of that is infeasible to achieve on a scale of weeks in most cases.

It’ll still take weeks with AI in the picture, but for some reason management is more willing to plan it when they also have the additional token bills to pay.

Re:AI is dramatically accelerating AI research by 1123581321 on Friday November 06, 2026 @07:30PM (#50400400)
It was often not organizationally feasible because you needed permission to spend those weeks up front, instead of working on something else, just to get to where you knew enough to give approval to finish the work.

Now, you can make enough progress with one developer’s quiet afternoon to be confident and finishing the work also takes less time.

The technical grasp of the legacy codebase was a factor, but often not the largest.

Re:AI is dramatically accelerating AI research by llama_drama on Friday November 06, 2026 @06:44PM (#50400053)
There's this joke like "I used to have 5 unfinished side projects, but AI changed everything. Now I have 30 unfinished side projects". And in my case it's not even a joke
Re:AI is dramatically accelerating AI research by jack_pp on Friday November 06, 2026 @06:52PM (#50400121)
Can't really blame AI for that though.
Re:AI is dramatically accelerating AI research by furyofantares on Friday November 06, 2026 @06:55PM (#50400159)
It's always been easier to start a project than finish it, and LLMs make starting a project roughly free. I'm not sure they change how much work it is to finish it all that much.

I mean, I have finished more side projects than before. So they do change it. Just not as dramatically.

Re:AI is dramatically accelerating AI research by sodapopcan on Friday November 06, 2026 @06:55PM (#50400160)
They aren't blaming AI, they are just backing up the "not much has changed" idea.
Re:AI is dramatically accelerating AI research by anonymous908213 on Friday November 06, 2026 @06:56PM (#50400168)
Of course you can. LLMs take you from 0 to 80 instantly. They are then completely incapable of getting from 80 to 100 and making something worth shipping to production. They are the ultimate unfinished side project generator.
Re:AI is dramatically accelerating AI research by StilesCrisis on Friday November 06, 2026 @07:48PM (#50400516)
Have you, uh, used them recently? LLMs absolutely get to 100 now.
Re:AI is dramatically accelerating AI research by anonymous908213 on Friday November 06, 2026 @07:57PM (#50400565)
For a definition of 100 which includes nobody actually using any LLM-written software in production at scale, other than Codex and Claude Code, which are both horrifically buggy, bloated, insecure pieces of software that are only used for their association with another piece of software gated behind them and which nobody would choose to use if they were themselves the third-party harnesses. If LLMs could get to 100, the promised software revolution I am told is here every day would actually be visible. We would be using LLM-generated compilers, an LLM-generated OS, an LLM-generated browser, LLM-generated databases, etc. etc. etc. etc, and not only are not using all of those things, we're not using a single one of those things.
Re:AI is dramatically accelerating AI research by drivebyhooting on Friday November 06, 2026 @08:39PM (#50400797)
What prevents AI from cloning photoshop feature for feature, bug for bug?

You have the perfect verifier.

Re:AI is dramatically accelerating AI research by anonymous908213 on Friday November 06, 2026 @08:55PM (#50400879)
The Halting Problem, for one.
Re:AI is dramatically accelerating AI research by glennfiedler on Friday November 06, 2026 @11:49PM (#50401717)
Re:AI is dramatically accelerating AI research by anonymous908213 on Saturday November 07, 2026 @12:07AM (#50401801)
> "PhotoCraft" is itself an admitted scam from its own prompter, who outright confessed here that he lied about its capabilities on Reddit to build hype

I know AI bros are allergic to reading, but at least feed my reply to a clanker and get it to summarise for you before ignoring what I wrote.

Re:AI is dramatically accelerating AI research by drivebyhooting on Saturday November 07, 2026 @01:04AM (#50402076)
We might be early but we’re not wrong.

Pets.com was an ignominious scam but the internet flourished after a cleansing.

Do you think anyone will pay for photoshop in 10 years, when a free version can be conjured up just by screen capturing all the interactions professionals have with photoshop?

Re:AI is dramatically accelerating AI research by anonymous908213 on Saturday November 07, 2026 @01:15AM (#50402118)
I have never once said LLMs are useless, Jesus Christ none of you can read. And yet you couldn't be more right. This is in fact exactly like the internet bubble. LLMs are a useful technology, just like the internet. And yet the people losing their goddamn minds in the hysteria are going to be bankrupted. I would almost be happy about it, if the ones most responsible weren't convincing a bunch of gullible saps to hold the bag while they make off with the profits.
Re:AI is dramatically accelerating AI research by glennfiedler on Saturday November 07, 2026 @09:57AM (#50405100)
You both should probably sit down for this. AI coding actually works.
Re:AI is dramatically accelerating AI research by pixl97 on Saturday November 07, 2026 @02:05PM (#50407074)
And coding is one of those things that can be measured and is likely to have a lot more acceleration. Hopefully someone is also working at training the AI in more formal verification so insecure crap is less likely to ship.
Re:AI is dramatically accelerating AI research by versteegen on Saturday November 07, 2026 @08:52AM (#50404528)
Hey, this is largely a valuable comment, but you're breaking rules, don't attack your interlocutors like that. Be civil.
Re:AI is dramatically accelerating AI research by StilesCrisis on Friday November 06, 2026 @09:57PM (#50401205)
What makes you think people _aren't_ using LLMs to work on your OS, your compilers, your databases? I know for a fact Microsoft is using LLMs heavily in development. Linux now accepts LLM PRs. We just had an article a few days ago about how PostgreSQL is having dozens of bugs discovered and fixed via LLMs. I work in compilers and everyone I know uses LLMs.
Re:AI is dramatically accelerating AI research by anonymous908213 on Friday November 06, 2026 @10:01PM (#50401220)
I am talking about people starting new projects, which was the subject of this subthread. I am aware that Microsoft is using LLMs to work on Windows, and now they have remote code execution in MS Paint. Great.

> how PostgreSQL is having dozens of bugs discovered and fixed via LLMs

The PostgreSQL article was specifically about how the LLMs were incapable of fixing bugs, meaning they had to delay their next major version because humans were unable to deal with the volume of bugs. I did not make a claim that LLMs are useless, could not do code review, etc, but there is a difference between a useful tool and something that generates production-ready code.

This is what "100" looks like if you try to generate a DB from scratch: https://jepsen.io/analyses/particledb-1.1.4 - written in Rust, ""formally verified"", scammed AI-pilled investors out of $90 million for a database that fundamentally doesn't work in any capacity whatsoever.

Re:AI is dramatically accelerating AI research by kristiandupont on Saturday November 07, 2026 @02:37AM (#50402484)
>I am talking about people starting new projects, which was the subject of this subthread.

The subthread was also about 80-100. This seems like a goal post move.

>The PostgreSQL article was specifically about how the LLMs were incapable of fixing bugs

We must have read different articles. This one does not say that, as best as I can tell: https://www.theregister.com/databases/2026/10/16/postgres-19...

Re:AI is dramatically accelerating AI research by ChickeNES on Saturday November 07, 2026 @03:11AM (#50402647)
> We would be using LLM-generated compilers, an LLM-generated OS, an LLM-generated browser, LLM-generated databases, etc. etc. etc. etc, and not only are we not using all of those things, we're not using a single one of those things.

Speak for yourself :)

Re:AI is dramatically accelerating AI research by brabel on Saturday November 07, 2026 @04:45AM (#50403094)
I’m can’t even believe that they think they can’t finish stuff. I am finishing absolutely everything I care to now. LLMs are the best thing ever to anyone who has unfinished stuff lying around. See the Goose programming language for an example, its design was written 15 years ago and perfected over time but the effort to write the compiler was just too much… before LLM. Claude wrote it in a couple of weeks I think. And I tried it, it’s as good as it looks.
Re:AI is dramatically accelerating AI research by erikus on Friday November 06, 2026 @06:59PM (#50400197)
So relatable. But I have some finished projects now and some of them I use daily.
Re:AI is dramatically accelerating AI research by wolfinterval on Saturday November 07, 2026 @07:10AM (#50403844)
The definition of "finished" has changed for me also.

More and more, I am using half finished as a polished product, but pragmatically very useful software I have built myself.

More importantly, I see no reason to polish this into a product. It is more useful in this half finished, easily moldable state.

Like it use to make sense to bake the clay and sell the hardened output but now I want to keep the soft clay so it can be molded to my changing needs. I keep adding to a collection of these moldable states.

Re:AI is dramatically accelerating AI research by krapp on Friday November 06, 2026 @07:04PM (#50400240)
Skill issue. I had 30 unfinished side projects even before AI. Just raw talent.
Re:AI is dramatically accelerating AI research by lgl on Friday November 06, 2026 @08:46PM (#50400835)
No idea what you're talking about. I'm using AI to help me on my paperclip production side project, and it's going great!
Re:AI is dramatically accelerating AI research by vtjeng on Friday November 06, 2026 @08:57PM (#50400905)
I've definitely found that while "AI makes getting from 0-80 done much easier than the 80-100" holds true, it is much easier to get my work to a quality bar that I'm excited to share with my peers...
Re:AI is dramatically accelerating AI research by sgt101 on Saturday November 07, 2026 @06:26AM (#50403584)
There's still a lot of effort required to move something from "good idea, loads to do" to "really finished and really works and I've proved it".

But its a lot less effort that when we didn't have LLM's.

Interestingly it does seem that it's still enough effort to prevent most folks from making that step though.

Re:AI is dramatically accelerating AI research by vtjeng on Sunday November 08, 2026 @07:18PM (#50419296)
Yes! I think that what's happened is that the initial prototype takes a LOT less time, while the polish takes less time but still a significant amount.
Re:AI is dramatically accelerating AI research by brabel on Saturday November 07, 2026 @04:41AM (#50403074)
Well ai made it extremely easy to finish things. Projects are usually left unfinished because the last mile is filled with boring and tedious tasks we do not like to do. AI loves those tasks. I have finished everything I bothered to, most of the time I still wrote stuff by hand, the AI just fixed tests for me (usually OS specific stuff that I can’t test locally which is a pain), told me what I was doing wrong so it was trivial for me to fix it, and checked my documentation which invariably got out of date.
Re:AI is dramatically accelerating AI research by gavmor on Friday November 06, 2026 @06:19PM (#50399845)
I mean, for many years I worked on software applications for provisioning and controlling cloud orchestration platforms that only existed... to serve software applications.

It's not that deep—there were many more verticals outside of control plans, and there are now many more verticals outside of machine learning.

Or am I missing the point?

Re:AI is dramatically accelerating AI research by deadbabe on Friday November 06, 2026 @06:58PM (#50400185)
You aren’t changing the world at all.
Re:AI is dramatically accelerating AI research by jasondigitized on Friday November 06, 2026 @07:10PM (#50400277)
Then no one is by that logic.